Fold 2 - Understanding why coefficient -2792643 was selected
Tag: CUSTOM LENSES
Selected Coefficient: -2792643
Taxonomy Path: -0.70.56.7
Taxonomy Name:
Products with this tag: 2
Unique residual values tried: 2
The algorithm tries each unique residual value as a candidate coefficient and selects the one with the lowest total p-adic loss. The selected row is highlighted.
| Candidate Value | Total P-adic Loss | Taxonomy Path | P-adic Expansion | Taxonomy Name | Selected? |
|---|---|---|---|---|---|
| -2792643 | 1.000000 | -0.70.56.7 | -7.56.70.0 (-(7*71^3 + 56*71^2 + 70*71)) | Yes | |
| 136250 | 1.000000 | 1.2.27 | 27.2.1 (27*71^2 + 2*71 + 1) | Apparel & Accessories > Clothing Accessories > Sunglasses | No |
These are the training products that have the "CUSTOM LENSES" tag (processing sequence 1014). The residual is the encoded taxonomy value minus all coefficients from previously processed tags.
| Product ID | Title | Residual Before | Taxonomy Before | Tags Already Processed | Residual After | Taxonomy After | Tags Not Yet Processed |
|---|---|---|---|---|---|---|---|
| 9165 | ReFramed Place Du Brésil | 136250 | Apparel & Accessories > Clothing Accessories > Sunglasses | none | 2928893 | Apparel & Accessories > Clothing > Clothing Tops > T-Shirts | SUNGLASSES |
| 9152 | ReFramed Port Royal | -2792643 | BLACK | 0 | SUNGLASSES |